Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 40336 |
| Missing cells | 509176 |
| Missing cells (%) | 28.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.5 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 39 |
|---|---|
| Categorical | 5 |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
AST is highly correlated with Bilirubin_direct | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with AST and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
DBP has 7411 (18.4%) missing values | Missing |
EtCO2 has 37120 (92.0%) missing values | Missing |
BaseExcess has 27126 (67.3%) missing values | Missing |
HCO3 has 20119 (49.9%) missing values | Missing |
FiO2 has 22527 (55.8%) missing values | Missing |
pH has 21401 (53.1%) missing values | Missing |
PaCO2 has 21980 (54.5%) missing values | Missing |
SaO2 has 27248 (67.6%) missing values | Missing |
AST has 25979 (64.4%) missing values | Missing |
BUN has 2018 (5.0%) missing values | Missing |
Alkalinephos has 26163 (64.9%) missing values | Missing |
Calcium has 5339 (13.2%) missing values | Missing |
Chloride has 18925 (46.9%) missing values | Missing |
Creatinine has 2049 (5.1%) missing values | Missing |
Bilirubin_direct has 38279 (94.9%) missing values | Missing |
Glucose has 1580 (3.9%) missing values | Missing |
Lactate has 27843 (69.0%) missing values | Missing |
Magnesium has 4931 (12.2%) missing values | Missing |
Phosphate has 12015 (29.8%) missing values | Missing |
Potassium has 1867 (4.6%) missing values | Missing |
Bilirubin_total has 26088 (64.7%) missing values | Missing |
TroponinI has 33283 (82.5%) missing values | Missing |
Hct has 2317 (5.7%) missing values | Missing |
Hgb has 2448 (6.1%) missing values | Missing |
PTT has 20098 (49.8%) missing values | Missing |
WBC has 2625 (6.5%) missing values | Missing |
Fibrinogen has 35821 (88.8%) missing values | Missing |
Platelets has 2577 (6.4%) missing values | Missing |
Unit1 has 15617 (38.7%) missing values | Missing |
Unit2 has 15617 (38.7%) missing values | Missing |
PatientID has unique values | Unique |
BaseExcess has 3002 (7.4%) zeros | Zeros |
HospAdmTime has 1313 (3.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 10:25:50.547922 |
|---|---|
| Analysis finished | 2021-11-29 10:26:02.951430 |
| Duration | 12.4 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 40336 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59671.27286 |
| Minimum | 1 |
|---|---|
| Maximum | 120000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2017.75 |
| Q1 | 10084.75 |
| median | 20475.5 |
| Q3 | 109916.25 |
| 95-th percentile | 117983.25 |
| Maximum | 120000 |
| Range | 119999 |
| Interquartile range (IQR) | 99831.5 |
Descriptive statistics
| Standard deviation | 50251.33712 |
|---|---|
| Coefficient of variation (CV) | 0.842136169 |
| Kurtosis | -1.946653503 |
| Mean | 59671.27286 |
| Median Absolute Deviation (MAD) | 20307 |
| Skewness | 0.01560297418 |
| Sum | 2406900462 |
| Variance | 2525196883 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 106559 | 1 | < 0.1% |
| 106552 | 1 | < 0.1% |
| 106553 | 1 | < 0.1% |
| 106554 | 1 | < 0.1% |
| 106555 | 1 | < 0.1% |
| 106556 | 1 | < 0.1% |
| 106557 | 1 | < 0.1% |
| 106558 | 1 | < 0.1% |
| 106560 | 1 | < 0.1% |
| Other values (40326) | 40326 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 120000 | 1 | |
| 119999 | 1 | |
| 119998 | 1 | |
| 119997 | 1 | |
| 119996 | 1 | |
| 119995 | 1 | |
| 119994 | 1 | |
| 119993 | 1 | |
| 119992 | 1 | |
| 119991 | 1 |
HR
Real number (ℝ≥0)
| Distinct | 388 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.26571372 |
| Minimum | 30 |
|---|---|
| Maximum | 176 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 72.5 |
| median | 82 |
| Q3 | 93 |
| 95-th percentile | 109 |
| Maximum | 176 |
| Range | 146 |
| Interquartile range (IQR) | 20.5 |
Descriptive statistics
| Standard deviation | 15.08931791 |
|---|---|
| Coefficient of variation (CV) | 0.1812188623 |
| Kurtosis | 0.2360797693 |
| Mean | 83.26571372 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.3493577592 |
| Sum | 3358189.5 |
| Variance | 227.687515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 1306 | 3.2% |
| 90 | 1012 | 2.5% |
| 82 | 905 | 2.2% |
| 84 | 893 | 2.2% |
| 70 | 858 | 2.1% |
| 88 | 837 | 2.1% |
| 78 | 836 | 2.1% |
| 86 | 764 | 1.9% |
| 74 | 762 | 1.9% |
| 76 | 756 | 1.9% |
| Other values (378) | 31402 |
| Value | Count | Frequency (%) |
| 30 | 2 | |
| 31 | 1 | |
| 31.5 | 1 | |
| 33 | 2 | |
| 34 | 1 | |
| 36 | 2 | |
| 37 | 2 | |
| 37.75 | 1 | |
| 38 | 2 | |
| 38.5 | 1 |
| Value | Count | Frequency (%) |
| 176 | 1 | < 0.1% |
| 163 | 1 | < 0.1% |
| 156.5 | 1 | < 0.1% |
| 156 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 151 | 2 | |
| 149 | 2 | |
| 147 | 3 | |
| 146 | 2 | |
| 144 | 1 | < 0.1% |
O2Sat
Real number (ℝ≥0)
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 18 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.44818071 |
| Minimum | 27 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 94 |
| Q1 | 96 |
| median | 98 |
| Q3 | 99 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 73 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.194164972 |
|---|---|
| Coefficient of variation (CV) | 0.02251622304 |
| Kurtosis | 85.40926719 |
| Mean | 97.44818071 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -4.711538543 |
| Sum | 3928915.75 |
| Variance | 4.814359924 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 6708 | |
| 100 | 6494 | |
| 97 | 6190 | |
| 99 | 5504 | |
| 96 | 5040 | |
| 95 | 2758 | |
| 94 | 1229 | 3.0% |
| 97.5 | 879 | 2.2% |
| 98.5 | 761 | 1.9% |
| 96.5 | 729 | 1.8% |
| Other values (85) | 4026 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 34.25 | 1 | |
| 49 | 1 | |
| 51.75 | 1 | |
| 55.5 | 1 | |
| 57.5 | 1 | |
| 58 | 1 | |
| 62.25 | 1 | |
| 63 | 1 | |
| 64.25 | 1 |
| Value | Count | Frequency (%) |
| 100 | 6494 | |
| 99.75 | 144 | 0.4% |
| 99.5 | 548 | 1.4% |
| 99.25 | 155 | 0.4% |
| 99 | 5504 | |
| 98.75 | 166 | 0.4% |
| 98.5 | 761 | 1.9% |
| 98.25 | 161 | 0.4% |
| 98 | 6708 | |
| 97.75 | 170 | 0.4% |
Temp
Real number (ℝ≥0)
| Distinct | 617 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 284 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.86648719 |
| Minimum | 30.5 |
|---|---|
| Maximum | 40.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 30.5 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 36.5 |
| median | 36.83 |
| Q3 | 37.22 |
| 95-th percentile | 37.805 |
| Maximum | 40.4 |
| Range | 9.9 |
| Interquartile range (IQR) | 0.72 |
Descriptive statistics
| Standard deviation | 0.5789839904 |
|---|---|
| Coefficient of variation (CV) | 0.01570488632 |
| Kurtosis | 2.985685407 |
| Mean | 36.86648719 |
| Median Absolute Deviation (MAD) | 0.37 |
| Skewness | -0.1533164972 |
| Sum | 1476576.545 |
| Variance | 0.3352224611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 1883 | 4.7% |
| 36.5 | 1714 | 4.2% |
| 36.6 | 1434 | 3.6% |
| 36.8 | 1386 | 3.4% |
| 36.7 | 1356 | 3.4% |
| 36.9 | 1000 | 2.5% |
| 36.4 | 947 | 2.3% |
| 37.1 | 929 | 2.3% |
| 37.2 | 892 | 2.2% |
| 37.5 | 841 | 2.1% |
| Other values (607) | 27670 |
| Value | Count | Frequency (%) |
| 30.5 | 1 | |
| 31.4 | 1 | |
| 31.67 | 1 | |
| 32.1 | 2 | |
| 32.35 | 1 | |
| 32.52 | 1 | |
| 32.64 | 1 | |
| 32.8 | 2 | |
| 32.9 | 1 | |
| 32.95 | 2 |
| Value | Count | Frequency (%) |
| 40.4 | 1 | |
| 40.1 | 1 | |
| 40.03 | 1 | |
| 40 | 2 | |
| 39.7 | 1 | |
| 39.61 | 1 | |
| 39.5 | 2 | |
| 39.4 | 1 | |
| 39.35 | 1 | |
| 39.33 | 2 |
| Distinct | 599 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 282 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122.958586 |
| Minimum | 35 |
|---|---|
| Maximum | 216 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 109.5 |
| median | 121 |
| Q3 | 135 |
| 95-th percentile | 156 |
| Maximum | 216 |
| Range | 181 |
| Interquartile range (IQR) | 25.5 |
Descriptive statistics
| Standard deviation | 18.39552154 |
|---|---|
| Coefficient of variation (CV) | 0.1496074584 |
| Kurtosis | 0.1819770444 |
| Mean | 122.958586 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 0.4807569725 |
| Sum | 4924983.205 |
| Variance | 338.3952128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 116 | 674 | 1.7% |
| 112 | 670 | 1.7% |
| 110 | 666 | 1.7% |
| 115 | 642 | 1.6% |
| 114 | 638 | 1.6% |
| 118 | 638 | 1.6% |
| 113 | 625 | 1.5% |
| 117 | 624 | 1.5% |
| 119 | 623 | 1.5% |
| 121 | 610 | 1.5% |
| Other values (589) | 33644 |
| Value | Count | Frequency (%) |
| 35 | 1 | |
| 36 | 1 | |
| 45 | 1 | |
| 51 | 1 | |
| 51.5 | 1 | |
| 54.5 | 1 | |
| 55 | 1 | |
| 56 | 2 | |
| 56.5 | 1 | |
| 57 | 1 |
| Value | Count | Frequency (%) |
| 216 | 1 | |
| 207 | 1 | |
| 206 | 1 | |
| 203 | 1 | |
| 202 | 1 | |
| 199.5 | 1 | |
| 198 | 1 | |
| 197 | 1 | |
| 196.5 | 1 | |
| 195.5 | 1 |
| Distinct | 926 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 104 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.01537234 |
| Minimum | 22 |
|---|---|
| Maximum | 144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 64.5 |
| Q1 | 73 |
| median | 80 |
| Q3 | 90 |
| 95-th percentile | 106 |
| Maximum | 144 |
| Range | 122 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.85974789 |
|---|---|
| Coefficient of variation (CV) | 0.1567967995 |
| Kurtosis | 0.6423404008 |
| Mean | 82.01537234 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.684619077 |
| Sum | 3299642.46 |
| Variance | 165.3731159 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76 | 984 | 2.4% |
| 78 | 959 | 2.4% |
| 74 | 923 | 2.3% |
| 72 | 920 | 2.3% |
| 80 | 899 | 2.2% |
| 77 | 880 | 2.2% |
| 82 | 878 | 2.2% |
| 75 | 869 | 2.2% |
| 73 | 818 | 2.0% |
| 79 | 817 | 2.0% |
| Other values (916) | 31285 |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 27.25 | 1 | |
| 30 | 1 | |
| 33 | 1 | |
| 34 | 1 | |
| 34.5 | 1 | |
| 35.83 | 1 | |
| 41 | 1 | |
| 42 | 2 | |
| 43.25 | 1 |
| Value | Count | Frequency (%) |
| 144 | 1 | < 0.1% |
| 143.5 | 1 | < 0.1% |
| 143 | 1 | < 0.1% |
| 142 | 1 | < 0.1% |
| 141 | 1 | < 0.1% |
| 140 | 4 | |
| 139.5 | 1 | < 0.1% |
| 139.25 | 1 | < 0.1% |
| 139 | 1 | < 0.1% |
| 138.5 | 2 |
| Distinct | 374 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 7411 |
| Missing (%) | 18.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.43786849 |
| Minimum | 22 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 47.5 |
| Q1 | 56 |
| median | 62 |
| Q3 | 70 |
| 95-th percentile | 84 |
| Maximum | 134 |
| Range | 112 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.15759694 |
|---|---|
| Coefficient of variation (CV) | 0.1758822799 |
| Kurtosis | 0.5913272709 |
| Mean | 63.43786849 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.582061897 |
| Sum | 2088691.82 |
| Variance | 124.4919695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 58 | 1062 | 2.6% |
| 60 | 1005 | 2.5% |
| 56 | 998 | 2.5% |
| 62 | 944 | 2.3% |
| 59 | 934 | 2.3% |
| 57 | 885 | 2.2% |
| 64 | 881 | 2.2% |
| 63 | 879 | 2.2% |
| 61 | 856 | 2.1% |
| 55 | 850 | 2.1% |
| Other values (364) | 23631 | |
| (Missing) | 7411 | 18.4% |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 27.5 | 2 | < 0.1% |
| 28 | 2 | < 0.1% |
| 28.5 | 1 | < 0.1% |
| 29 | 8 | |
| 30 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 31.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 134 | 1 | < 0.1% |
| 131 | 1 | < 0.1% |
| 117 | 1 | < 0.1% |
| 116 | 1 | < 0.1% |
| 114.75 | 1 | < 0.1% |
| 113 | 1 | < 0.1% |
| 112 | 4 | |
| 111 | 1 | < 0.1% |
| 110.75 | 1 | < 0.1% |
| 110.5 | 1 | < 0.1% |
Resp
Real number (ℝ≥0)
| Distinct | 176 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 71 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.3280719 |
| Minimum | 1 |
|---|---|
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 16 |
| median | 18 |
| Q3 | 20 |
| 95-th percentile | 24.5 |
| Maximum | 56 |
| Range | 55 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.575971875 |
|---|---|
| Coefficient of variation (CV) | 0.1951090052 |
| Kurtosis | 3.256119895 |
| Mean | 18.3280719 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.7426021231 |
| Sum | 737979.815 |
| Variance | 12.78757485 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 5997 | |
| 16 | 4624 | |
| 20 | 4316 | 10.7% |
| 17 | 3062 | 7.6% |
| 19 | 2523 | 6.3% |
| 15 | 2267 | 5.6% |
| 14 | 1879 | 4.7% |
| 22 | 1807 | 4.5% |
| 21 | 1652 | 4.1% |
| 24 | 820 | 2.0% |
| Other values (166) | 11318 |
| Value | Count | Frequency (%) |
| 1 | 8 | < 0.1% |
| 1.5 | 3 | < 0.1% |
| 2 | 24 | |
| 2.5 | 3 | < 0.1% |
| 3 | 12 | |
| 3.25 | 3 | < 0.1% |
| 3.5 | 4 | < 0.1% |
| 3.75 | 1 | < 0.1% |
| 4 | 11 | |
| 4.5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 56 | 2 | < 0.1% |
| 51.5 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 41.5 | 1 | < 0.1% |
| 40 | 4 | |
| 39 | 1 | < 0.1% |
| 38.5 | 2 | < 0.1% |
| 38 | 3 | |
| 37.5 | 1 | < 0.1% |
| 37 | 5 |
| Distinct | 173 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 37120 |
| Missing (%) | 92.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.04485386 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 17.5 |
| Q1 | 28 |
| median | 33 |
| Q3 | 37 |
| 95-th percentile | 43.5 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 10.32476853 |
|---|---|
| Coefficient of variation (CV) | 0.3124470931 |
| Kurtosis | 16.13061293 |
| Mean | 33.04485386 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 2.621801772 |
| Sum | 106272.25 |
| Variance | 106.6008452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 137 | 0.3% |
| 34 | 136 | 0.3% |
| 33 | 136 | 0.3% |
| 32 | 131 | 0.3% |
| 30 | 124 | 0.3% |
| 36 | 112 | 0.3% |
| 29 | 109 | 0.3% |
| 39 | 98 | 0.2% |
| 28 | 96 | 0.2% |
| 37 | 95 | 0.2% |
| Other values (163) | 2042 | 5.1% |
| (Missing) | 37120 |
| Value | Count | Frequency (%) |
| 10 | 8 | |
| 10.5 | 6 | < 0.1% |
| 11 | 10 | |
| 11.25 | 4 | < 0.1% |
| 11.5 | 6 | < 0.1% |
| 12 | 15 | |
| 12.5 | 5 | < 0.1% |
| 13 | 10 | |
| 13.25 | 2 | < 0.1% |
| 13.5 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 7 | |
| 99 | 4 | |
| 98.5 | 1 | < 0.1% |
| 98 | 6 | |
| 97.5 | 2 | < 0.1% |
| 97 | 7 | |
| 96 | 2 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 2 | < 0.1% |
| 93 | 2 | < 0.1% |
| Distinct | 360 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 27126 |
| Missing (%) | 67.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.4412036336 |
| Minimum | -25.5 |
|---|---|
| Maximum | 25 |
| Zeros | 3002 |
| Zeros (%) | 7.4% |
| Negative | 5988 |
| Negative (%) | 14.8% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -25.5 |
|---|---|
| 5-th percentile | -6.5 |
| Q1 | -2 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 25 |
| Range | 50.5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.871915437 |
|---|---|
| Coefficient of variation (CV) | -8.775801335 |
| Kurtosis | 4.801227958 |
| Mean | -0.4412036336 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1101170191 |
| Sum | -5828.3 |
| Variance | 14.99172915 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3002 | 7.4% |
| -1 | 1169 | 2.9% |
| -2 | 915 | 2.3% |
| 1 | 877 | 2.2% |
| -3 | 722 | 1.8% |
| 2 | 669 | 1.7% |
| 3 | 482 | 1.2% |
| -4 | 477 | 1.2% |
| -0.5 | 357 | 0.9% |
| 4 | 344 | 0.9% |
| Other values (350) | 4196 | 10.4% |
| (Missing) | 27126 |
| Value | Count | Frequency (%) |
| -25.5 | 1 | |
| -25 | 1 | |
| -24.5 | 1 | |
| -24 | 2 | |
| -23 | 1 | |
| -22.25 | 1 | |
| -22.1 | 1 | |
| -21.5 | 1 | |
| -21 | 2 | |
| -20.5 | 1 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 21 | 3 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 5 | |
| 18 | 9 | |
| 17.5 | 1 | < 0.1% |
| 17 | 5 | |
| 16.5 | 1 | < 0.1% |
| 16 | 11 |
| Distinct | 293 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 20119 |
| Missing (%) | 49.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.38575333 |
| Minimum | 5 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 22 |
| median | 24 |
| Q3 | 26.5 |
| 95-th percentile | 31 |
| Maximum | 55 |
| Range | 50 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.923996022 |
|---|---|
| Coefficient of variation (CV) | 0.1609134633 |
| Kurtosis | 3.06047542 |
| Mean | 24.38575333 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3935845706 |
| Sum | 493006.775 |
| Variance | 15.39774478 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 2058 | 5.1% |
| 24 | 1975 | 4.9% |
| 23 | 1786 | 4.4% |
| 26 | 1672 | 4.1% |
| 22 | 1411 | 3.5% |
| 27 | 1248 | 3.1% |
| 21 | 922 | 2.3% |
| 28 | 833 | 2.1% |
| 20 | 684 | 1.7% |
| 24.5 | 591 | 1.5% |
| Other values (283) | 7037 | 17.4% |
| (Missing) | 20119 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 7 | 3 | < 0.1% |
| 7.7 | 1 | < 0.1% |
| 8 | 7 | |
| 8.5 | 2 | < 0.1% |
| 9 | 8 | |
| 9.5 | 2 | < 0.1% |
| 10 | 8 |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 47.5 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 46.5 | 1 | < 0.1% |
| 46 | 3 | |
| 45.5 | 1 | < 0.1% |
| Distinct | 158 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 22527 |
| Missing (%) | 55.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4979970801 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.28 |
| Q1 | 0.4 |
| median | 0.5 |
| Q3 | 0.5 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.1874790728 |
|---|---|
| Coefficient of variation (CV) | 0.3764662089 |
| Kurtosis | 372.3091547 |
| Mean | 0.4979970801 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 8.457779933 |
| Sum | 8868.83 |
| Variance | 0.03514840273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 5223 | 12.9% |
| 0.5 | 5214 | 12.9% |
| 0.6 | 1051 | 2.6% |
| 1 | 908 | 2.3% |
| 0.7 | 767 | 1.9% |
| 0.45 | 680 | 1.7% |
| 0.21 | 646 | 1.6% |
| 0.35 | 454 | 1.1% |
| 0.3 | 385 | 1.0% |
| 0.55 | 353 | 0.9% |
| Other values (148) | 2128 | 5.3% |
| (Missing) | 22527 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.03 | 4 | |
| 0.04 | 9 | |
| 0.05 | 7 | |
| 0.06 | 5 | |
| 0.08 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.115 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1 | 908 | |
| 0.995 | 1 | < 0.1% |
| 0.99 | 5 | < 0.1% |
| 0.98 | 5 | < 0.1% |
| 0.975 | 3 | < 0.1% |
| Distinct | 167 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 21401 |
| Missing (%) | 53.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.383056245 |
| Minimum | 6.63 |
|---|---|
| Maximum | 7.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 6.63 |
|---|---|
| 5-th percentile | 7.28 |
| Q1 | 7.35 |
| median | 7.385 |
| Q3 | 7.42 |
| 95-th percentile | 7.48 |
| Maximum | 7.73 |
| Range | 1.1 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.06272471385 |
|---|---|
| Coefficient of variation (CV) | 0.008495765408 |
| Kurtosis | 6.641986026 |
| Mean | 7.383056245 |
| Median Absolute Deviation (MAD) | 0.035 |
| Skewness | -1.087248194 |
| Sum | 139798.17 |
| Variance | 0.003934389727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.4 | 1227 | 3.0% |
| 7.38 | 1176 | 2.9% |
| 7.37 | 1072 | 2.7% |
| 7.39 | 983 | 2.4% |
| 7.41 | 971 | 2.4% |
| 7.42 | 949 | 2.4% |
| 7.36 | 889 | 2.2% |
| 7.35 | 866 | 2.1% |
| 7.43 | 746 | 1.8% |
| 7.34 | 715 | 1.8% |
| Other values (157) | 9341 | |
| (Missing) | 21401 |
| Value | Count | Frequency (%) |
| 6.63 | 1 | |
| 6.65 | 1 | |
| 6.78 | 1 | |
| 6.81 | 1 | |
| 6.87 | 1 | |
| 6.9 | 1 | |
| 6.92 | 1 | |
| 6.94 | 1 | |
| 6.94 | 2 | |
| 6.96 | 2 |
| Value | Count | Frequency (%) |
| 7.73 | 1 | < 0.1% |
| 7.695 | 1 | < 0.1% |
| 7.66 | 1 | < 0.1% |
| 7.63 | 1 | < 0.1% |
| 7.615 | 1 | < 0.1% |
| 7.61 | 1 | < 0.1% |
| 7.6 | 4 | |
| 7.595 | 1 | < 0.1% |
| 7.59 | 5 | |
| 7.585 | 2 | < 0.1% |
| Distinct | 605 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 21980 |
| Missing (%) | 54.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.74534621 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 36 |
| median | 40 |
| Q3 | 44 |
| 95-th percentile | 54 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 8.350196857 |
|---|---|
| Coefficient of variation (CV) | 0.2049362107 |
| Kurtosis | 7.130111035 |
| Mean | 40.74534621 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.778301993 |
| Sum | 747921.575 |
| Variance | 69.72578756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 954 | 2.4% |
| 38 | 917 | 2.3% |
| 39 | 869 | 2.2% |
| 41 | 845 | 2.1% |
| 42 | 816 | 2.0% |
| 37 | 803 | 2.0% |
| 36 | 759 | 1.9% |
| 43 | 694 | 1.7% |
| 44 | 649 | 1.6% |
| 35 | 614 | 1.5% |
| Other values (595) | 10436 | |
| (Missing) | 21980 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 3 | |
| 15.3 | 1 | < 0.1% |
| 15.5 | 2 | < 0.1% |
| 16 | 6 | |
| 16.7 | 1 | < 0.1% |
| 17 | 4 | |
| 18 | 6 | |
| 18.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 98 | 3 | |
| 96.5 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 2 | |
| 93.5 | 1 | < 0.1% |
| 93.4 | 1 | < 0.1% |
| 93 | 2 | |
| 92.5 | 2 |
| Distinct | 483 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 27248 |
| Missing (%) | 67.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.46866595 |
| Minimum | 29.5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 29.5 |
|---|---|
| 5-th percentile | 74.5 |
| Q1 | 95.2 |
| median | 97 |
| Q3 | 98 |
| 95-th percentile | 99.15 |
| Maximum | 100 |
| Range | 70.5 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 7.930001499 |
|---|---|
| Coefficient of variation (CV) | 0.08394319343 |
| Kurtosis | 10.2215122 |
| Mean | 94.46866595 |
| Median Absolute Deviation (MAD) | 1.05 |
| Skewness | -3.091524801 |
| Sum | 1236405.9 |
| Variance | 62.88492377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 2154 | 5.3% |
| 97 | 1442 | 3.6% |
| 96 | 753 | 1.9% |
| 99 | 565 | 1.4% |
| 97.5 | 427 | 1.1% |
| 95 | 370 | 0.9% |
| 98.5 | 299 | 0.7% |
| 96.5 | 294 | 0.7% |
| 94 | 226 | 0.6% |
| 95.5 | 152 | 0.4% |
| Other values (473) | 6406 | 15.9% |
| (Missing) | 27248 |
| Value | Count | Frequency (%) |
| 29.5 | 1 | |
| 30 | 1 | |
| 31 | 1 | |
| 31.5 | 1 | |
| 40 | 1 | |
| 40.5 | 1 | |
| 41.5 | 1 | |
| 42 | 2 | |
| 43 | 1 | |
| 44 | 2 |
| Value | Count | Frequency (%) |
| 100 | 22 | 0.1% |
| 99.9 | 31 | |
| 99.85 | 2 | < 0.1% |
| 99.8 | 2 | < 0.1% |
| 99.8 | 43 | |
| 99.75 | 4 | < 0.1% |
| 99.7 | 55 | |
| 99.7 | 3 | < 0.1% |
| 99.65 | 12 | < 0.1% |
| 99.625 | 2 | < 0.1% |
| Distinct | 1292 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 25979 |
| Missing (%) | 64.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.3110678 |
| Minimum | 3 |
|---|---|
| Maximum | 9264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 20 |
| median | 33 |
| Q3 | 68 |
| 95-th percentile | 422.8 |
| Maximum | 9264 |
| Range | 9261 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 504.710739 |
|---|---|
| Coefficient of variation (CV) | 3.785962767 |
| Kurtosis | 114.7879558 |
| Mean | 133.3110678 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 9.704061792 |
| Sum | 1913947 |
| Variance | 254732.9301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 398 | 1.0% |
| 19 | 396 | 1.0% |
| 17 | 384 | 1.0% |
| 21 | 367 | 0.9% |
| 20 | 366 | 0.9% |
| 16 | 357 | 0.9% |
| 24 | 353 | 0.9% |
| 22 | 344 | 0.9% |
| 15 | 332 | 0.8% |
| 14 | 304 | 0.8% |
| Other values (1282) | 10756 | |
| (Missing) | 25979 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 6 | 10 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 7 | 12 | |
| 8 | 25 | |
| 8.25 | 2 | < 0.1% |
| 8.5 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 9264 | 1 | |
| 9210 | 1 | |
| 8591 | 1 | |
| 8472 | 1 | |
| 7938 | 1 | |
| 7906 | 1 | |
| 7751 | 1 | |
| 7699 | 1 | |
| 7634 | 1 | |
| 7505 | 1 |
| Distinct | 338 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 2018 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.95840075 |
| Minimum | 1 |
|---|---|
| Maximum | 232 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6.5 |
| Q1 | 11 |
| median | 16 |
| Q3 | 25.5 |
| 95-th percentile | 58 |
| Maximum | 232 |
| Range | 231 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 17.97225517 |
|---|---|
| Coefficient of variation (CV) | 0.8184683106 |
| Kurtosis | 10.50480026 |
| Mean | 21.95840075 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.714189985 |
| Sum | 841402 |
| Variance | 323.0019558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 1628 | 4.0% |
| 12 | 1604 | 4.0% |
| 14 | 1578 | 3.9% |
| 11 | 1561 | 3.9% |
| 10 | 1451 | 3.6% |
| 15 | 1422 | 3.5% |
| 16 | 1355 | 3.4% |
| 17 | 1240 | 3.1% |
| 9 | 1237 | 3.1% |
| 18 | 1122 | 2.8% |
| Other values (328) | 24120 | |
| (Missing) | 2018 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 13 | < 0.1% |
| 1.25 | 2 | < 0.1% |
| 1.5 | 8 | < 0.1% |
| 2 | 36 | 0.1% |
| 2.5 | 13 | < 0.1% |
| 3 | 128 | |
| 3.5 | 48 | 0.1% |
| 3.75 | 1 | < 0.1% |
| 4 | 248 | |
| 4.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 232 | 1 | |
| 202.5 | 1 | |
| 200 | 1 | |
| 187.5 | 1 | |
| 182 | 1 | |
| 179.5 | 1 | |
| 177 | 1 | |
| 175.5 | 1 | |
| 172 | 1 | |
| 170 | 2 |
| Distinct | 842 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 26163 |
| Missing (%) | 64.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.69163198 |
| Minimum | 7 |
|---|---|
| Maximum | 3726 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 54 |
| median | 72 |
| Q3 | 102.5 |
| 95-th percentile | 232.2 |
| Maximum | 3726 |
| Range | 3719 |
| Interquartile range (IQR) | 48.5 |
Descriptive statistics
| Standard deviation | 104.6371549 |
|---|---|
| Coefficient of variation (CV) | 1.082173843 |
| Kurtosis | 190.9283797 |
| Mean | 96.69163198 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 9.706396917 |
| Sum | 1370410.5 |
| Variance | 10948.93419 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53 | 194 | 0.5% |
| 55 | 193 | 0.5% |
| 59 | 190 | 0.5% |
| 69 | 189 | 0.5% |
| 52 | 187 | 0.5% |
| 58 | 187 | 0.5% |
| 61 | 183 | 0.5% |
| 49 | 179 | 0.4% |
| 54 | 177 | 0.4% |
| 60 | 173 | 0.4% |
| Other values (832) | 12321 | |
| (Missing) | 26163 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 6 | |
| 19 | 6 |
| Value | Count | Frequency (%) |
| 3726 | 1 | |
| 2528 | 1 | |
| 2332 | 1 | |
| 2145.5 | 1 | |
| 2020 | 1 | |
| 1669 | 1 | |
| 1650 | 2 | |
| 1500 | 1 | |
| 1451 | 1 | |
| 1437 | 1 |
| Distinct | 1031 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 5339 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.054353087 |
| Minimum | 1.01 |
|---|---|
| Maximum | 27.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1.01 |
|---|---|
| 5-th percentile | 4.745 |
| Q1 | 7.85 |
| median | 8.3 |
| Q3 | 8.8 |
| 95-th percentile | 9.4 |
| Maximum | 27.45 |
| Range | 26.44 |
| Interquartile range (IQR) | 0.95 |
Descriptive statistics
| Standard deviation | 1.590536315 |
|---|---|
| Coefficient of variation (CV) | 0.197475365 |
| Kurtosis | 11.09969789 |
| Mean | 8.054353087 |
| Median Absolute Deviation (MAD) | 0.45 |
| Skewness | -2.157125211 |
| Sum | 281878.195 |
| Variance | 2.529805771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.3 | 1700 | 4.2% |
| 8.5 | 1659 | 4.1% |
| 8.2 | 1586 | 3.9% |
| 8.4 | 1536 | 3.8% |
| 8.6 | 1489 | 3.7% |
| 8.7 | 1442 | 3.6% |
| 8.1 | 1432 | 3.6% |
| 8.8 | 1371 | 3.4% |
| 8 | 1308 | 3.2% |
| 7.9 | 1123 | 2.8% |
| Other values (1021) | 20351 | |
| (Missing) | 5339 | 13.2% |
| Value | Count | Frequency (%) |
| 1.01 | 1 | < 0.1% |
| 1.04 | 3 | < 0.1% |
| 1.05 | 1 | < 0.1% |
| 1.055 | 1 | < 0.1% |
| 1.06 | 1 | < 0.1% |
| 1.07 | 6 | |
| 1.075 | 2 | < 0.1% |
| 1.08 | 6 | |
| 1.085 | 2 | < 0.1% |
| 1.09 | 13 |
| Value | Count | Frequency (%) |
| 27.45 | 1 | < 0.1% |
| 25.2 | 1 | < 0.1% |
| 23.7 | 1 | < 0.1% |
| 19.1 | 1 | < 0.1% |
| 18.8 | 2 | |
| 18.6 | 3 | |
| 18.3 | 1 | < 0.1% |
| 18.2 | 3 | |
| 18.1 | 1 | < 0.1% |
| 18 | 2 |
| Distinct | 127 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 18925 |
| Missing (%) | 46.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.580496 |
| Minimum | 67.5 |
|---|---|
| Maximum | 139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 67.5 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 103 |
| median | 106 |
| Q3 | 109 |
| 95-th percentile | 113 |
| Maximum | 139 |
| Range | 71.5 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.180103495 |
|---|---|
| Coefficient of variation (CV) | 0.04906307216 |
| Kurtosis | 1.939118047 |
| Mean | 105.580496 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2843858574 |
| Sum | 2260584 |
| Variance | 26.83347222 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 106 | 1536 | 3.8% |
| 107 | 1517 | 3.8% |
| 105 | 1453 | 3.6% |
| 108 | 1340 | 3.3% |
| 104 | 1248 | 3.1% |
| 109 | 1184 | 2.9% |
| 103 | 1118 | 2.8% |
| 110 | 938 | 2.3% |
| 102 | 891 | 2.2% |
| 101 | 745 | 1.8% |
| Other values (117) | 9441 | |
| (Missing) | 18925 |
| Value | Count | Frequency (%) |
| 67.5 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 74 | 2 | < 0.1% |
| 79 | 2 | < 0.1% |
| 80 | 1 | < 0.1% |
| 81 | 5 | |
| 82 | 3 | |
| 82.5 | 2 | < 0.1% |
| 83 | 4 |
| Value | Count | Frequency (%) |
| 139 | 1 | < 0.1% |
| 136 | 1 | < 0.1% |
| 134 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 132.5 | 1 | < 0.1% |
| 131 | 3 | |
| 130.5 | 1 | < 0.1% |
| 129 | 2 | < 0.1% |
| 128.5 | 1 | < 0.1% |
| 128 | 6 |
| Distinct | 1924 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 2049 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.429553504 |
| Minimum | 0.1 |
|---|---|
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 0.9 |
| Q3 | 1.3 |
| 95-th percentile | 4.747 |
| Maximum | 28 |
| Range | 27.9 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 1.771999077 |
|---|---|
| Coefficient of variation (CV) | 1.239547224 |
| Kurtosis | 29.83916002 |
| Mean | 1.429553504 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | 4.697239902 |
| Sum | 54733.315 |
| Variance | 3.139980728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 2232 | 5.5% |
| 0.8 | 2206 | 5.5% |
| 0.9 | 1841 | 4.6% |
| 0.6 | 1762 | 4.4% |
| 1 | 1357 | 3.4% |
| 0.5 | 1152 | 2.9% |
| 1.1 | 968 | 2.4% |
| 0.75 | 781 | 1.9% |
| 1.2 | 616 | 1.5% |
| 0.85 | 519 | 1.3% |
| Other values (1914) | 24853 | |
| (Missing) | 2049 | 5.1% |
| Value | Count | Frequency (%) |
| 0.1 | 7 | < 0.1% |
| 0.15 | 3 | < 0.1% |
| 0.2 | 22 | |
| 0.205 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.235 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.25 | 11 | |
| 0.27 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 28 | 1 | |
| 25.33 | 1 | |
| 25 | 2 | |
| 23.83 | 1 | |
| 23.825 | 1 | |
| 23.495 | 1 | |
| 23.485 | 1 | |
| 23.37 | 1 | |
| 21.31 | 1 | |
| 21.18 | 1 |
| Distinct | 277 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 38279 |
| Missing (%) | 94.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.260162859 |
| Minimum | 0.01 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.3 |
| Q3 | 0.95 |
| 95-th percentile | 5.554 |
| Maximum | 37.5 |
| Range | 37.49 |
| Interquartile range (IQR) | 0.85 |
Descriptive statistics
| Standard deviation | 3.040793452 |
|---|---|
| Coefficient of variation (CV) | 2.413016247 |
| Kurtosis | 39.08633833 |
| Mean | 1.260162859 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 5.506693612 |
| Sum | 2592.155 |
| Variance | 9.246424815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 475 | 1.2% |
| 0.2 | 318 | 0.8% |
| 0.3 | 150 | 0.4% |
| 0.4 | 126 | 0.3% |
| 0.5 | 60 | 0.1% |
| 0.6 | 55 | 0.1% |
| 0.7 | 35 | 0.1% |
| 1 | 33 | 0.1% |
| 0.8 | 33 | 0.1% |
| 1.1 | 24 | 0.1% |
| Other values (267) | 748 | 1.9% |
| (Missing) | 38279 |
| Value | Count | Frequency (%) |
| 0.01 | 5 | |
| 0.02 | 4 | |
| 0.03 | 5 | |
| 0.04 | 4 | |
| 0.05 | 1 | < 0.1% |
| 0.05 | 4 | |
| 0.06 | 6 | |
| 0.06 | 1 | < 0.1% |
| 0.07 | 7 | |
| 0.08 | 4 |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 35 | 1 | |
| 30 | 1 | |
| 25.95 | 1 | |
| 25.2 | 1 | |
| 23.3 | 1 | |
| 22.2 | 1 | |
| 21.65 | 1 | |
| 21.335 | 1 | |
| 21.2 | 1 |
| Distinct | 864 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 1580 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.3001933 |
| Minimum | 19 |
|---|---|
| Maximum | 755 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 87 |
| Q1 | 106 |
| median | 122.5 |
| Q3 | 142 |
| 95-th percentile | 198 |
| Maximum | 755 |
| Range | 736 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 37.39983655 |
|---|---|
| Coefficient of variation (CV) | 0.2892481102 |
| Kurtosis | 13.562674 |
| Mean | 129.3001933 |
| Median Absolute Deviation (MAD) | 17.5 |
| Skewness | 2.404663485 |
| Sum | 5011158.29 |
| Variance | 1398.747774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 118 | 482 | 1.2% |
| 119 | 473 | 1.2% |
| 121 | 471 | 1.2% |
| 126 | 449 | 1.1% |
| 114 | 447 | 1.1% |
| 116 | 447 | 1.1% |
| 112 | 444 | 1.1% |
| 108 | 443 | 1.1% |
| 127 | 442 | 1.1% |
| 109 | 440 | 1.1% |
| Other values (854) | 34218 | |
| (Missing) | 1580 | 3.9% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 31 | 1 | |
| 38 | 2 | |
| 40 | 1 | |
| 41 | 1 | |
| 42 | 2 | |
| 44 | 1 | |
| 46 | 2 | |
| 47 | 2 | |
| 48 | 1 |
| Value | Count | Frequency (%) |
| 755 | 1 | |
| 671.5 | 1 | |
| 666 | 1 | |
| 563 | 1 | |
| 542 | 1 | |
| 531 | 1 | |
| 522.5 | 1 | |
| 501 | 1 | |
| 482.5 | 1 | |
| 472 | 1 |
| Distinct | 1250 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 27843 |
| Missing (%) | 69.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1191071 |
| Minimum | 0.3 |
|---|---|
| Maximum | 26.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.2 |
| median | 1.65 |
| Q3 | 2.4 |
| 95-th percentile | 4.9 |
| Maximum | 26.95 |
| Range | 26.65 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 1.751489508 |
|---|---|
| Coefficient of variation (CV) | 0.8265224101 |
| Kurtosis | 30.98606726 |
| Mean | 2.1191071 |
| Median Absolute Deviation (MAD) | 0.55 |
| Skewness | 4.477343324 |
| Sum | 26474.005 |
| Variance | 3.067715495 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 429 | 1.1% |
| 1.2 | 426 | 1.1% |
| 1.4 | 409 | 1.0% |
| 1.3 | 402 | 1.0% |
| 1.1 | 402 | 1.0% |
| 0.9 | 357 | 0.9% |
| 1.5 | 351 | 0.9% |
| 1.6 | 328 | 0.8% |
| 1.7 | 290 | 0.7% |
| 1.8 | 274 | 0.7% |
| Other values (1240) | 8825 | 21.9% |
| (Missing) | 27843 |
| Value | Count | Frequency (%) |
| 0.3 | 3 | < 0.1% |
| 0.37 | 1 | < 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.5 | 24 | 0.1% |
| 0.54 | 1 | < 0.1% |
| 0.55 | 9 | < 0.1% |
| 0.56 | 2 | < 0.1% |
| 0.57 | 4 | < 0.1% |
| 0.59 | 1 | < 0.1% |
| 0.6 | 73 |
| Value | Count | Frequency (%) |
| 26.95 | 1 | |
| 24.85 | 1 | |
| 22.3 | 1 | |
| 22.25 | 1 | |
| 19.9 | 1 | |
| 19.345 | 1 | |
| 19.3 | 1 | |
| 19.12 | 1 | |
| 19 | 2 | |
| 18.2 | 1 |
| Distinct | 133 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 4931 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.01881175 |
| Minimum | 0.5 |
|---|---|
| Maximum | 8.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 1.8 |
| median | 2 |
| Q3 | 2.2 |
| 95-th percentile | 2.5 |
| Maximum | 8.4 |
| Range | 7.9 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.3221540836 |
|---|---|
| Coefficient of variation (CV) | 0.1595760891 |
| Kurtosis | 21.86540068 |
| Mean | 2.01881175 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 2.146071134 |
| Sum | 71476.03 |
| Variance | 0.1037832536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 4573 | |
| 1.9 | 4107 | |
| 2.1 | 3616 | 9.0% |
| 1.8 | 2976 | 7.4% |
| 2.2 | 2690 | 6.7% |
| 1.7 | 1973 | 4.9% |
| 2.3 | 1811 | 4.5% |
| 1.6 | 1269 | 3.1% |
| 2.05 | 1180 | 2.9% |
| 1.85 | 1060 | 2.6% |
| Other values (123) | 10150 | |
| (Missing) | 4931 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 15 | < 0.1% |
| 1.05 | 2 | < 0.1% |
| 1.1 | 31 | |
| 1.15 | 3 | < 0.1% |
| 1.2 | 66 | |
| 1.2 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.4 | 1 | |
| 8.2 | 1 | |
| 7.1 | 1 | |
| 6.9 | 1 | |
| 6.6 | 1 | |
| 6.5 | 1 | |
| 6.35 | 1 | |
| 6.2 | 2 | |
| 5.7 | 1 | |
| 5.4 | 1 |
| Distinct | 324 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 12015 |
| Missing (%) | 29.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.536566505 |
| Minimum | 0.45 |
|---|---|
| Maximum | 14.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.45 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2.8 |
| median | 3.35 |
| Q3 | 4 |
| 95-th percentile | 5.8 |
| Maximum | 14.7 |
| Range | 14.25 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 1.226212925 |
|---|---|
| Coefficient of variation (CV) | 0.3467241243 |
| Kurtosis | 6.302789728 |
| Mean | 3.536566505 |
| Median Absolute Deviation (MAD) | 0.65 |
| Skewness | 1.751047164 |
| Sum | 100159.1 |
| Variance | 1.503598137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.2 | 1004 | 2.5% |
| 3 | 980 | 2.4% |
| 3.3 | 969 | 2.4% |
| 3.5 | 954 | 2.4% |
| 3.4 | 910 | 2.3% |
| 3.1 | 897 | 2.2% |
| 2.8 | 895 | 2.2% |
| 2.9 | 849 | 2.1% |
| 3.7 | 815 | 2.0% |
| 2.7 | 800 | 2.0% |
| Other values (314) | 19248 | |
| (Missing) | 12015 |
| Value | Count | Frequency (%) |
| 0.45 | 1 | < 0.1% |
| 0.5 | 2 | < 0.1% |
| 0.6 | 5 | |
| 0.65 | 1 | < 0.1% |
| 0.7 | 3 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.8 | 9 | |
| 0.85 | 3 | < 0.1% |
| 0.9 | 9 | |
| 0.95 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14.7 | 1 | |
| 14.35 | 1 | |
| 13.65 | 1 | |
| 13.3 | 1 | |
| 13.05 | 1 | |
| 13 | 1 | |
| 12.9 | 1 | |
| 12.65 | 1 | |
| 12.6 | 1 | |
| 12.5 | 1 |
| Distinct | 466 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1867 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0859817 |
| Minimum | 1.575 |
|---|---|
| Maximum | 9.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1.575 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 3.8 |
| median | 4 |
| Q3 | 4.31 |
| 95-th percentile | 4.95 |
| Maximum | 9.8 |
| Range | 8.225 |
| Interquartile range (IQR) | 0.51 |
Descriptive statistics
| Standard deviation | 0.495655428 |
|---|---|
| Coefficient of variation (CV) | 0.121306326 |
| Kurtosis | 4.605728449 |
| Mean | 4.0859817 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 1.074086067 |
| Sum | 157183.63 |
| Variance | 0.2456743033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2951 | 7.3% |
| 4.1 | 2654 | 6.6% |
| 3.9 | 2631 | 6.5% |
| 3.8 | 2549 | 6.3% |
| 4.2 | 2118 | 5.3% |
| 3.7 | 2100 | 5.2% |
| 4.3 | 1794 | 4.4% |
| 4.4 | 1588 | 3.9% |
| 3.6 | 1489 | 3.7% |
| 4.5 | 1238 | 3.1% |
| Other values (456) | 17357 | |
| (Missing) | 1867 | 4.6% |
| Value | Count | Frequency (%) |
| 1.575 | 1 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.25 | 2 | < 0.1% |
| 2.3 | 2 | < 0.1% |
| 2.35 | 1 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.5 | 9 | |
| 2.55 | 2 | < 0.1% |
| 2.6 | 10 | |
| 2.65 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.8 | 1 | < 0.1% |
| 9.4 | 2 | |
| 9.2 | 2 | |
| 9 | 1 | < 0.1% |
| 8.2 | 1 | < 0.1% |
| 7.9 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 7.6 | 3 | |
| 7.595 | 1 | < 0.1% |
| 7.4 | 1 | < 0.1% |
| Distinct | 450 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 26088 |
| Missing (%) | 64.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.45298112 |
| Minimum | 0.1 |
|---|---|
| Maximum | 49.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.5 |
| median | 0.75 |
| Q3 | 1.25 |
| 95-th percentile | 4.25 |
| Maximum | 49.2 |
| Range | 49.1 |
| Interquartile range (IQR) | 0.75 |
Descriptive statistics
| Standard deviation | 3.047215762 |
|---|---|
| Coefficient of variation (CV) | 2.09721635 |
| Kurtosis | 73.44687851 |
| Mean | 1.45298112 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 7.588950493 |
| Sum | 20702.075 |
| Variance | 9.2855239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 1288 | 3.2% |
| 0.6 | 1214 | 3.0% |
| 0.4 | 1213 | 3.0% |
| 0.7 | 1141 | 2.8% |
| 0.8 | 930 | 2.3% |
| 0.3 | 896 | 2.2% |
| 0.9 | 743 | 1.8% |
| 1 | 598 | 1.5% |
| 0.2 | 475 | 1.2% |
| 1.1 | 462 | 1.1% |
| Other values (440) | 5288 | 13.1% |
| (Missing) | 26088 |
| Value | Count | Frequency (%) |
| 0.1 | 97 | 0.2% |
| 0.15 | 1 | < 0.1% |
| 0.15 | 13 | < 0.1% |
| 0.2 | 475 | 1.2% |
| 0.25 | 62 | 0.2% |
| 0.3 | 896 | |
| 0.3 | 22 | 0.1% |
| 0.35 | 100 | 0.2% |
| 0.4 | 1213 | |
| 0.425 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.2 | 1 | |
| 46.4 | 1 | |
| 45.9 | 1 | |
| 45.75 | 1 | |
| 44.9 | 1 | |
| 44.1 | 1 | |
| 43.3 | 1 | |
| 43.2 | 1 | |
| 42.35 | 1 | |
| 41.6 | 1 |
| Distinct | 1537 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 33283 |
| Missing (%) | 82.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.357604565 |
| Minimum | 0.01 |
|---|---|
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.03 |
| median | 0.095 |
| Q3 | 1.195 |
| 95-th percentile | 33.342 |
| Maximum | 440 |
| Range | 439.99 |
| Interquartile range (IQR) | 1.165 |
Descriptive statistics
| Standard deviation | 19.02475329 |
|---|---|
| Coefficient of variation (CV) | 3.550981237 |
| Kurtosis | 89.08321688 |
| Mean | 5.357604565 |
| Median Absolute Deviation (MAD) | 0.085 |
| Skewness | 7.707238255 |
| Sum | 37787.185 |
| Variance | 361.9412376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 1238 | 3.1% |
| 0.03 | 805 | 2.0% |
| 0.02 | 290 | 0.7% |
| 0.04 | 256 | 0.6% |
| 0.05 | 176 | 0.4% |
| 0.06 | 144 | 0.4% |
| 0.07 | 134 | 0.3% |
| 0.08 | 100 | 0.2% |
| 0.09 | 95 | 0.2% |
| 0.1 | 81 | 0.2% |
| Other values (1527) | 3734 | 9.3% |
| (Missing) | 33283 |
| Value | Count | Frequency (%) |
| 0.01 | 1238 | |
| 0.015 | 52 | 0.1% |
| 0.02 | 290 | 0.7% |
| 0.025 | 33 | 0.1% |
| 0.03 | 805 | |
| 0.03 | 3 | < 0.1% |
| 0.035 | 1 | < 0.1% |
| 0.035 | 27 | 0.1% |
| 0.04 | 256 | 0.6% |
| 0.045 | 36 | 0.1% |
| Value | Count | Frequency (%) |
| 440 | 1 | < 0.1% |
| 297.05 | 1 | < 0.1% |
| 200 | 12 | |
| 199.53 | 1 | < 0.1% |
| 194.095 | 1 | < 0.1% |
| 193.44 | 1 | < 0.1% |
| 190.04 | 1 | < 0.1% |
| 185.215 | 1 | < 0.1% |
| 183.5 | 1 | < 0.1% |
| 180.08 | 1 | < 0.1% |
| Distinct | 1042 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 2317 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.05367001 |
| Minimum | 9.3 |
|---|---|
| Maximum | 66.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 9.3 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 28.1 |
| median | 31.5 |
| Q3 | 35.6 |
| 95-th percentile | 41.7 |
| Maximum | 66.4 |
| Range | 57.1 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 5.44875831 |
|---|---|
| Coefficient of variation (CV) | 0.1699885944 |
| Kurtosis | 0.2783393642 |
| Mean | 32.05367001 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | 0.4652011331 |
| Sum | 1218648.48 |
| Variance | 29.68896712 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29 | 289 | 0.7% |
| 31 | 269 | 0.7% |
| 30 | 266 | 0.7% |
| 32 | 251 | 0.6% |
| 28 | 247 | 0.6% |
| 30.5 | 244 | 0.6% |
| 35 | 236 | 0.6% |
| 31.5 | 235 | 0.6% |
| 31.1 | 233 | 0.6% |
| 29.6 | 229 | 0.6% |
| Other values (1032) | 35520 | |
| (Missing) | 2317 | 5.7% |
| Value | Count | Frequency (%) |
| 9.3 | 1 | |
| 10.15 | 1 | |
| 11.3 | 1 | |
| 12 | 1 | |
| 13.3 | 1 | |
| 13.55 | 1 | |
| 14.4 | 1 | |
| 14.55 | 1 | |
| 14.6 | 1 | |
| 15.5 | 1 |
| Value | Count | Frequency (%) |
| 66.4 | 1 | |
| 65 | 1 | |
| 64.2 | 1 | |
| 64.1 | 1 | |
| 62.45 | 1 | |
| 61.7 | 1 | |
| 61.05 | 1 | |
| 59.85 | 1 | |
| 59.6 | 1 | |
| 58.2 | 1 |
| Distinct | 479 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 2448 |
| Missing (%) | 6.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.71732963 |
| Minimum | 2.6 |
|---|---|
| Maximum | 26.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 2.6 |
|---|---|
| 5-th percentile | 7.9 |
| Q1 | 9.35 |
| median | 10.55 |
| Q3 | 11.95 |
| 95-th percentile | 14.1 |
| Maximum | 26.6 |
| Range | 24 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 1.903773429 |
|---|---|
| Coefficient of variation (CV) | 0.1776350541 |
| Kurtosis | 0.573395905 |
| Mean | 10.71732963 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | 0.4943870074 |
| Sum | 406058.185 |
| Variance | 3.624353269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.5 | 650 | 1.6% |
| 10 | 629 | 1.6% |
| 10.3 | 625 | 1.5% |
| 10.8 | 619 | 1.5% |
| 9.8 | 602 | 1.5% |
| 10.2 | 597 | 1.5% |
| 11.3 | 594 | 1.5% |
| 9.7 | 584 | 1.4% |
| 10.6 | 581 | 1.4% |
| 10.1 | 580 | 1.4% |
| Other values (469) | 31827 | |
| (Missing) | 2448 | 6.1% |
| Value | Count | Frequency (%) |
| 2.6 | 1 | |
| 3.3 | 1 | |
| 4 | 1 | |
| 4.15 | 1 | |
| 4.3 | 1 | |
| 4.5 | 1 | |
| 4.8 | 1 | |
| 4.9 | 1 | |
| 5 | 1 | |
| 5.1 | 1 |
| Value | Count | Frequency (%) |
| 26.6 | 1 | |
| 24.8 | 2 | |
| 23.8 | 1 | |
| 23.5 | 1 | |
| 22.5 | 1 | |
| 21.6 | 1 | |
| 21.2 | 1 | |
| 21 | 1 | |
| 20.6 | 1 | |
| 20.55 | 1 |
| Distinct | 1893 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 20098 |
| Missing (%) | 49.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.4915083 |
| Minimum | 16.9 |
|---|---|
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 16.9 |
|---|---|
| 5-th percentile | 23.2 |
| Q1 | 27.25 |
| median | 31 |
| Q3 | 37.6 |
| 95-th percentile | 69.7 |
| Maximum | 250 |
| Range | 233.1 |
| Interquartile range (IQR) | 10.35 |
Descriptive statistics
| Standard deviation | 19.22251501 |
|---|---|
| Coefficient of variation (CV) | 0.5267667988 |
| Kurtosis | 30.98766733 |
| Mean | 36.4915083 |
| Median Absolute Deviation (MAD) | 4.6 |
| Skewness | 4.513585187 |
| Sum | 738515.145 |
| Variance | 369.5050834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.6 | 133 | 0.3% |
| 28 | 130 | 0.3% |
| 28.9 | 129 | 0.3% |
| 28.1 | 128 | 0.3% |
| 29.5 | 127 | 0.3% |
| 27.7 | 125 | 0.3% |
| 27.6 | 120 | 0.3% |
| 26.5 | 118 | 0.3% |
| 28.5 | 117 | 0.3% |
| 28.7 | 116 | 0.3% |
| Other values (1883) | 18995 | |
| (Missing) | 20098 |
| Value | Count | Frequency (%) |
| 16.9 | 1 | |
| 17.1 | 1 | |
| 17.2 | 1 | |
| 17.3 | 1 | |
| 17.65 | 1 | |
| 18.1 | 1 | |
| 18.25 | 1 | |
| 18.4 | 2 | |
| 18.45 | 1 | |
| 18.5 | 2 |
| Value | Count | Frequency (%) |
| 250 | 3 | < 0.1% |
| 249.9 | 5 | < 0.1% |
| 249 | 16 | |
| 237.5 | 1 | < 0.1% |
| 235.5 | 1 | < 0.1% |
| 224.4 | 1 | < 0.1% |
| 212.3 | 1 | < 0.1% |
| 210.6 | 1 | < 0.1% |
| 206 | 1 | < 0.1% |
| 204.9 | 1 | < 0.1% |
| Distinct | 1148 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 2625 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.0187729 |
| Minimum | 0.1 |
|---|---|
| Maximum | 319.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.6 |
| Q1 | 7.55 |
| median | 10.1 |
| Q3 | 13.2 |
| 95-th percentile | 19.7 |
| Maximum | 319.25 |
| Range | 319.15 |
| Interquartile range (IQR) | 5.65 |
Descriptive statistics
| Standard deviation | 6.574039075 |
|---|---|
| Coefficient of variation (CV) | 0.5966217047 |
| Kurtosis | 360.6126 |
| Mean | 11.0187729 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 11.81150487 |
| Sum | 415528.945 |
| Variance | 43.21798975 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.8 | 326 | 0.8% |
| 8.8 | 321 | 0.8% |
| 10 | 318 | 0.8% |
| 10.3 | 311 | 0.8% |
| 10.2 | 295 | 0.7% |
| 9 | 295 | 0.7% |
| 8.6 | 291 | 0.7% |
| 8 | 287 | 0.7% |
| 7.4 | 285 | 0.7% |
| 8.5 | 285 | 0.7% |
| Other values (1138) | 34697 | |
| (Missing) | 2625 | 6.5% |
| Value | Count | Frequency (%) |
| 0.1 | 17 | |
| 0.15 | 1 | < 0.1% |
| 0.2 | 14 | |
| 0.25 | 1 | < 0.1% |
| 0.3 | 5 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.4 | 10 | |
| 0.45 | 2 | < 0.1% |
| 0.5 | 3 | < 0.1% |
| 0.55 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 319.25 | 1 | |
| 302 | 1 | |
| 206.3 | 1 | |
| 200.8 | 1 | |
| 179.2 | 1 | |
| 168.6 | 1 | |
| 165.1 | 1 | |
| 160.6 | 1 | |
| 152.9 | 1 | |
| 150.4 | 1 |
| Distinct | 987 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 35821 |
| Missing (%) | 88.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 303.3470543 |
| Minimum | 35 |
|---|---|
| Maximum | 1383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 129 |
| Q1 | 196 |
| median | 260.5 |
| Q3 | 366.75 |
| 95-th percentile | 634 |
| Maximum | 1383 |
| Range | 1348 |
| Interquartile range (IQR) | 170.75 |
Descriptive statistics
| Standard deviation | 158.1892501 |
|---|---|
| Coefficient of variation (CV) | 0.5214794337 |
| Kurtosis | 3.158885017 |
| Mean | 303.3470543 |
| Median Absolute Deviation (MAD) | 78.5 |
| Skewness | 1.551861637 |
| Sum | 1369611.95 |
| Variance | 25023.83884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 217 | 32 | 0.1% |
| 214 | 24 | 0.1% |
| 215 | 24 | 0.1% |
| 202 | 24 | 0.1% |
| 248 | 23 | 0.1% |
| 183 | 23 | 0.1% |
| 206 | 22 | 0.1% |
| 154 | 20 | < 0.1% |
| 223 | 20 | < 0.1% |
| 203 | 20 | < 0.1% |
| Other values (977) | 4283 | 10.6% |
| (Missing) | 35821 |
| Value | Count | Frequency (%) |
| 35 | 1 | |
| 52.5 | 1 | |
| 55.5 | 1 | |
| 56.5 | 1 | |
| 58 | 1 | |
| 59.5 | 1 | |
| 60 | 1 | |
| 61 | 2 | |
| 61.5 | 1 | |
| 62 | 1 |
| Value | Count | Frequency (%) |
| 1383 | 1 | < 0.1% |
| 1246 | 1 | < 0.1% |
| 1211 | 1 | < 0.1% |
| 1161 | 1 | < 0.1% |
| 1051 | 1 | < 0.1% |
| 1030 | 1 | < 0.1% |
| 1000 | 6 | |
| 976 | 1 | < 0.1% |
| 960 | 1 | < 0.1% |
| 956 | 1 | < 0.1% |
| Distinct | 1344 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 2577 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 206.308925 |
| Minimum | 3 |
|---|---|
| Maximum | 2322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 81 |
| Q1 | 141 |
| median | 191 |
| Q3 | 251.75 |
| 95-th percentile | 381 |
| Maximum | 2322 |
| Range | 2319 |
| Interquartile range (IQR) | 110.75 |
Descriptive statistics
| Standard deviation | 99.95600509 |
|---|---|
| Coefficient of variation (CV) | 0.4844967569 |
| Kurtosis | 13.79033412 |
| Mean | 206.308925 |
| Median Absolute Deviation (MAD) | 54.5 |
| Skewness | 2.030743645 |
| Sum | 7790018.7 |
| Variance | 9991.202954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 186 | 171 | 0.4% |
| 158 | 167 | 0.4% |
| 180 | 166 | 0.4% |
| 184 | 166 | 0.4% |
| 167 | 165 | 0.4% |
| 163 | 163 | 0.4% |
| 187 | 163 | 0.4% |
| 206 | 161 | 0.4% |
| 182 | 155 | 0.4% |
| 185 | 155 | 0.4% |
| Other values (1334) | 36127 | |
| (Missing) | 2577 | 6.4% |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 4 | 2 | |
| 4.5 | 2 | |
| 5 | 2 | |
| 5.5 | 1 | < 0.1% |
| 7 | 2 | |
| 7.5 | 1 | < 0.1% |
| 8 | 2 | |
| 8.5 | 1 | < 0.1% |
| 9 | 3 |
| Value | Count | Frequency (%) |
| 2322 | 1 | |
| 1687.5 | 1 | |
| 1544 | 1 | |
| 1343 | 1 | |
| 1300.5 | 1 | |
| 1191 | 1 | |
| 1167.5 | 1 | |
| 1125.5 | 1 | |
| 1096.5 | 1 | |
| 1067.5 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 5987 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.64342324 |
| Minimum | 14 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 51 |
| median | 63.11 |
| Q3 | 74 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 86 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.48294561 |
|---|---|
| Coefficient of variation (CV) | 0.2673917954 |
| Kurtosis | -0.2334728394 |
| Mean | 61.64342324 |
| Median Absolute Deviation (MAD) | 11.27 |
| Skewness | -0.4250999292 |
| Sum | 2486449.12 |
| Variance | 271.6874961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 581 | 1.4% |
| 68 | 545 | 1.4% |
| 66 | 521 | 1.3% |
| 65 | 512 | 1.3% |
| 61 | 502 | 1.2% |
| 69 | 498 | 1.2% |
| 71 | 490 | 1.2% |
| 62 | 480 | 1.2% |
| 70 | 478 | 1.2% |
| 63 | 473 | 1.2% |
| Other values (5977) | 35256 |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 5 | < 0.1% |
| 17 | 13 | |
| 18 | 32 | |
| 18.11 | 3 | < 0.1% |
| 18.13 | 1 | < 0.1% |
| 18.14 | 2 | < 0.1% |
| 18.15 | 1 | < 0.1% |
| 18.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 392 | |
| 89 | 112 | 0.3% |
| 88.99 | 1 | < 0.1% |
| 88.98 | 2 | < 0.1% |
| 88.97 | 4 | < 0.1% |
| 88.96 | 1 | < 0.1% |
| 88.95 | 4 | < 0.1% |
| 88.94 | 2 | < 0.1% |
| 88.93 | 1 | < 0.1% |
| 88.92 | 5 | < 0.1% |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 121008 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 22566 | |
| 0.0 | 17770 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 22566 | |
| 0.0 | 17770 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 58106 | |
| . | 40336 | |
| 1 | 22566 | 18.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 80672 | |
| Other Punctuation | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 58106 | |
| 1 | 22566 | 28.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 40336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 121008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 58106 | |
| . | 40336 | |
| 1 | 22566 | 18.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 121008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 58106 | |
| . | 40336 | |
| 1 | 22566 | 18.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15617 |
| Missing (%) | 38.7% |
| Memory size | 315.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74157 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 12452 | |
| 1.0 | 12267 | |
| (Missing) | 15617 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 12452 | |
| 1.0 | 12267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49438 | |
| Other Punctuation | 24719 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| 1 | 12267 | 24.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15617 |
| Missing (%) | 38.7% |
| Memory size | 315.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74157 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 12452 | |
| 0.0 | 12267 | |
| (Missing) | 15617 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 12452 | |
| 0.0 | 12267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49438 | |
| Other Punctuation | 24719 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| 1 | 12452 | 25.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
| Distinct | 12156 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -51.84894508 |
| Minimum | -5366.86 |
|---|---|
| Maximum | 23.99 |
| Zeros | 1313 |
| Zeros (%) | 3.3% |
| Negative | 38767 |
| Negative (%) | 96.1% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -5366.86 |
|---|---|
| 5-th percentile | -240.942 |
| Q1 | -43.685 |
| median | -6.05 |
| Q3 | -0.04 |
| 95-th percentile | -0.01 |
| Maximum | 23.99 |
| Range | 5390.85 |
| Interquartile range (IQR) | 43.645 |
Descriptive statistics
| Standard deviation | 139.766452 |
|---|---|
| Coefficient of variation (CV) | -2.695646975 |
| Kurtosis | 175.3735088 |
| Mean | -51.84894508 |
| Median Absolute Deviation (MAD) | 6.03 |
| Skewness | -9.578944604 |
| Sum | -2091327.2 |
| Variance | 19534.6611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02 | 3999 | 9.9% |
| -0.03 | 2487 | 6.2% |
| 0 | 1313 | 3.3% |
| -0.01 | 1293 | 3.2% |
| -0.04 | 794 | 2.0% |
| -0.05 | 436 | 1.1% |
| -0.06 | 241 | 0.6% |
| -0.07 | 176 | 0.4% |
| -0.09 | 108 | 0.3% |
| -0.08 | 99 | 0.2% |
| Other values (12146) | 29389 |
| Value | Count | Frequency (%) |
| -5366.86 | 1 | |
| -3710.66 | 1 | |
| -3397.64 | 1 | |
| -3342.34 | 1 | |
| -3322.9 | 1 | |
| -3269.1 | 1 | |
| -3212.56 | 1 | |
| -3189.39 | 1 | |
| -3141.55 | 1 | |
| -3112.12 | 1 |
| Value | Count | Frequency (%) |
| 23.99 | 1 | |
| 22.04 | 1 | |
| 20.04 | 1 | |
| 17.34 | 1 | |
| 16.02 | 1 | |
| 14.65 | 1 | |
| 14.21 | 1 | |
| 14 | 1 | |
| 11.94 | 1 | |
| 10.99 | 1 |
| Distinct | 276 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.26911444 |
| Minimum | 4.5 |
|---|---|
| Maximum | 320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 13 |
| median | 20 |
| Q3 | 24.5 |
| 95-th percentile | 30 |
| Maximum | 320 |
| Range | 315.5 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 11.69589542 |
|---|---|
| Coefficient of variation (CV) | 0.57703041 |
| Kurtosis | 64.42858314 |
| Mean | 20.26911444 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 5.556797402 |
| Sum | 817575 |
| Variance | 136.7939696 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 1273 | 3.2% |
| 20.5 | 1248 | 3.1% |
| 21 | 1241 | 3.1% |
| 19.5 | 1233 | 3.1% |
| 22 | 1227 | 3.0% |
| 21.5 | 1220 | 3.0% |
| 22.5 | 1149 | 2.8% |
| 18.5 | 1148 | 2.8% |
| 23 | 1120 | 2.8% |
| 19 | 1113 | 2.8% |
| Other values (266) | 28364 |
| Value | Count | Frequency (%) |
| 4.5 | 281 | |
| 5 | 189 | 0.5% |
| 5.5 | 189 | 0.5% |
| 6 | 192 | 0.5% |
| 6.5 | 236 | 0.6% |
| 7 | 286 | |
| 7.5 | 351 | |
| 8 | 451 | |
| 8.5 | 531 | |
| 9 | 636 |
| Value | Count | Frequency (%) |
| 320 | 1 | < 0.1% |
| 309 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 170 | 1 | < 0.1% |
| 169.5 | 1 | < 0.1% |
| 169 | 2 | < 0.1% |
| 168.5 | 10 | |
| 168 | 1 | < 0.1% |
| 167.5 | 1 | < 0.1% |
| 165.5 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 0.0 | |
|---|---|
| 1.0 | 912 |
| 0.5 | 32 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 121008 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 39392 | |
| 1.0 | 912 | 2.3% |
| 0.5 | 32 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 39392 | |
| 1.0 | 912 | 2.3% |
| 0.5 | 32 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79728 | |
| . | 40336 | |
| 1 | 912 | 0.8% |
| 5 | 32 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 80672 | |
| Other Punctuation | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 79728 | |
| 1 | 912 | 1.1% |
| 5 | 32 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 40336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 121008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 79728 | |
| . | 40336 | |
| 1 | 912 | 0.8% |
| 5 | 32 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 121008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 79728 | |
| . | 40336 | |
| 1 | 912 | 0.8% |
| 5 | 32 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 0.0 | |
|---|---|
| 1.0 | 2932 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 121008 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 37404 | |
| 1.0 | 2932 | 7.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 37404 | |
| 1.0 | 2932 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 77740 | |
| . | 40336 | |
| 1 | 2932 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 80672 | |
| Other Punctuation | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 77740 | |
| 1 | 2932 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 40336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 121008 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 77740 | |
| . | 40336 | |
| 1 | 2932 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 121008 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 77740 | |
| . | 40336 | |
| 1 | 2932 | 2.4% |
| Distinct | 273 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.48200119 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 24 |
| median | 38 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 22.79592332 |
|---|---|
| Coefficient of variation (CV) | 0.5923788425 |
| Kurtosis | 42.42147962 |
| Mean | 38.48200119 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.840449261 |
| Sum | 1552210 |
| Variance | 519.6541201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 1364 | 3.4% |
| 39 | 1362 | 3.4% |
| 38 | 1323 | 3.3% |
| 40 | 1285 | 3.2% |
| 41 | 1271 | 3.2% |
| 37 | 1223 | 3.0% |
| 43 | 1210 | 3.0% |
| 42 | 1193 | 3.0% |
| 44 | 1143 | 2.8% |
| 45 | 1089 | 2.7% |
| Other values (263) | 27873 |
| Value | Count | Frequency (%) |
| 8 | 328 | |
| 9 | 236 | 0.6% |
| 10 | 221 | 0.5% |
| 11 | 234 | 0.6% |
| 12 | 285 | 0.7% |
| 13 | 350 | |
| 14 | 412 | |
| 15 | 536 | |
| 16 | 601 | |
| 17 | 721 |
| Value | Count | Frequency (%) |
| 336 | 10 | |
| 335 | 3 | < 0.1% |
| 334 | 2 | < 0.1% |
| 333 | 1 | < 0.1% |
| 330 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 327 | 1 | < 0.1% |
| 326 | 1 | < 0.1% |
| 320 | 1 | < 0.1% |
| 318 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 104.0 | 91.0 | 36.725 | 128.00 | 87.915 | NaN | 25.000 | NaN | 20.0 | 46.5 | 0.29 | 7.340 | 98.0 | 88.5 | 16.0 | 18.0 | 98.0 | 9.45 | 85.0 | 0.70 | NaN | 163.0 | NaN | 2.10 | 3.50 | 4.2 | 0.3 | NaN | 36.70 | 12.35 | NaN | 10.2 | NaN | 327.5 | 83.14 | 0.0 | NaN | NaN | -0.03 | 27.5 | 0.0 | 0.0 | 54.0 |
| 1 | 2 | 60.0 | 97.0 | 36.110 | 133.00 | 65.000 | 43.00 | 12.000 | NaN | NaN | 22.0 | NaN | NaN | NaN | NaN | NaN | 100.0 | NaN | 7.90 | 113.0 | 2.50 | NaN | 78.0 | NaN | 2.50 | 4.40 | 5.1 | NaN | NaN | 27.80 | 9.70 | NaN | 11.0 | NaN | 158.0 | 75.91 | 0.0 | 0.0 | 1.0 | -98.60 | 12.0 | 0.0 | 0.0 | 23.0 |
| 2 | 3 | 81.0 | 95.0 | 37.585 | 140.00 | 81.000 | 53.50 | 26.000 | NaN | 6.5 | 31.0 | 0.60 | 7.490 | 39.5 | NaN | NaN | 30.0 | NaN | 11.00 | 99.0 | 0.90 | NaN | 113.0 | NaN | 2.40 | 2.40 | 3.8 | NaN | NaN | 28.15 | 9.10 | 30.0 | 8.7 | NaN | 486.0 | 45.82 | 0.0 | 1.0 | 0.0 | -1195.71 | 24.5 | 0.0 | 0.0 | 48.0 |
| 3 | 4 | 105.0 | 98.0 | 36.390 | 114.50 | 67.835 | 50.25 | 18.000 | NaN | 0.0 | 22.0 | NaN | 7.400 | 43.0 | 98.0 | NaN | 16.5 | NaN | 8.20 | 106.5 | 0.80 | NaN | 84.0 | NaN | 2.05 | 3.80 | 4.3 | NaN | NaN | 25.80 | 8.30 | 21.8 | 7.6 | NaN | 182.0 | 65.71 | 0.0 | 0.0 | 1.0 | -8.77 | 15.0 | 0.0 | 0.0 | 29.0 |
| 4 | 5 | 73.5 | 97.0 | 37.220 | 133.50 | 87.000 | NaN | 16.000 | NaN | NaN | 25.0 | NaN | NaN | NaN | NaN | 16.0 | 7.0 | 65.0 | 8.20 | 105.0 | 0.60 | NaN | 128.0 | NaN | 2.20 | 2.80 | 3.6 | 0.6 | NaN | 41.00 | 14.40 | 29.0 | 8.0 | NaN | 276.0 | 28.09 | 1.0 | 1.0 | 0.0 | -0.05 | 25.5 | 0.0 | 0.0 | 48.0 |
| 5 | 6 | 100.5 | 98.5 | 36.670 | 122.00 | 89.000 | NaN | 24.000 | NaN | 0.0 | 29.0 | 0.40 | 7.340 | 47.0 | NaN | NaN | 9.0 | NaN | NaN | 111.0 | 0.70 | NaN | 73.0 | 1.4 | NaN | NaN | 3.8 | NaN | NaN | 36.90 | 12.20 | NaN | 12.0 | NaN | 298.0 | 52.01 | 1.0 | 1.0 | 0.0 | -0.03 | 11.0 | 0.0 | 0.0 | 17.0 |
| 6 | 7 | 121.0 | 95.0 | 37.885 | 109.00 | 74.500 | 60.00 | 21.000 | NaN | -9.0 | 16.0 | 0.40 | 7.330 | 27.0 | NaN | 452.0 | 66.0 | 88.0 | 7.35 | 115.5 | 3.85 | NaN | 193.5 | 2.2 | 1.75 | 1.30 | 3.1 | 1.4 | NaN | 41.85 | 15.30 | 26.3 | 9.3 | NaN | 45.0 | 64.24 | 1.0 | 1.0 | 0.0 | -0.05 | 23.0 | 0.0 | 0.0 | 45.0 |
| 7 | 8 | 75.0 | 100.0 | 36.220 | 108.75 | 65.000 | 48.50 | 16.750 | NaN | -8.0 | 15.0 | NaN | 7.355 | 27.0 | NaN | NaN | 29.0 | NaN | 8.00 | 106.0 | 1.20 | NaN | 108.0 | 1.6 | 1.90 | 3.50 | 4.9 | NaN | NaN | 25.90 | 8.90 | NaN | 9.4 | NaN | 213.0 | 87.08 | 1.0 | NaN | NaN | -2.23 | 20.5 | 0.0 | 0.0 | 40.0 |
| 8 | 9 | 113.0 | 98.0 | 37.720 | 120.00 | 80.000 | 65.00 | 21.875 | NaN | 0.0 | 27.0 | 0.40 | 7.370 | 48.0 | 97.0 | NaN | 19.0 | NaN | 8.00 | 107.0 | 0.90 | NaN | 119.5 | 2.2 | 2.05 | 3.05 | 3.7 | NaN | NaN | 27.40 | 9.60 | 30.9 | 10.9 | 232.5 | 175.0 | 27.92 | 1.0 | NaN | NaN | -0.03 | 129.5 | 0.0 | 1.0 | 258.0 |
| 9 | 10 | 79.0 | 96.0 | 37.000 | 112.00 | 72.000 | 54.00 | 19.000 | NaN | 0.0 | 24.0 | 0.40 | 7.405 | 37.5 | 97.0 | NaN | 17.5 | NaN | NaN | 106.0 | 1.00 | NaN | 107.0 | 1.1 | 2.10 | NaN | 3.9 | NaN | NaN | 31.90 | 10.20 | 29.9 | 9.3 | NaN | 111.0 | 76.71 | 0.0 | 0.0 | 1.0 | -2.36 | 14.0 | 0.0 | 0.0 | 23.0 |
Last rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40326 | 119991 | 76.0 | 97.0 | 37.00 | 130.00 | 82.0 | 52.0 | 16.0 | 35.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 14.0 | NaN | 7.50 | NaN | 0.790 | NaN | 110.00 | NaN | 1.60 | NaN | 4.10 | NaN | NaN | 26.30 | 8.40 | NaN | 6.4 | NaN | 96.0 | 81.0 | 0.0 | 0.0 | 1.0 | -66.13 | 13.0 | 0.0 | 0.0 | 25.0 |
| 40327 | 119992 | 91.0 | 96.0 | 36.80 | 144.50 | 100.0 | 73.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 37.0 | NaN | 9.20 | NaN | 9.930 | NaN | 103.00 | NaN | 1.80 | 6.6 | 4.50 | NaN | 0.41 | 30.20 | 9.50 | NaN | 2.8 | NaN | 198.0 | 45.0 | 1.0 | 1.0 | 0.0 | -4.55 | 21.0 | 0.0 | 0.0 | 41.0 |
| 40328 | 119993 | 81.0 | 95.0 | 36.50 | 130.00 | 97.0 | 77.5 | 19.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 15.0 | NaN | 8.30 | NaN | 1.010 | NaN | 132.00 | NaN | 2.00 | 2.6 | 4.10 | NaN | 0.01 | 42.00 | 14.90 | NaN | 12.3 | NaN | 175.0 | 65.0 | 1.0 | NaN | NaN | -3.53 | 11.0 | 0.0 | 0.0 | 21.0 |
| 40329 | 119994 | 74.0 | 96.0 | 37.50 | 122.00 | 76.0 | 56.0 | 18.0 | 28.0 | NaN | NaN | 0.4 | 7.295 | 34.5 | 98.55 | NaN | 16.0 | NaN | 1.26 | NaN | 1.060 | NaN | 135.50 | 6.66 | 2.00 | 3.6 | 4.05 | NaN | NaN | 30.30 | 10.25 | NaN | 9.3 | NaN | 66.5 | 71.0 | 1.0 | 0.0 | 1.0 | -29.57 | 21.5 | 0.0 | 0.0 | 42.0 |
| 40330 | 119995 | 62.0 | 95.0 | 36.05 | 147.00 | 107.0 | 79.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | NaN | 8.80 | NaN | 0.810 | NaN | 116.00 | NaN | 2.00 | 3.0 | 3.50 | NaN | NaN | 39.20 | 13.10 | NaN | 7.0 | 289.0 | 154.0 | 76.0 | 1.0 | 0.0 | 1.0 | -14.90 | 21.5 | 0.0 | 0.0 | 42.0 |
| 40331 | 119996 | 85.5 | 98.0 | 36.50 | 130.00 | 85.0 | 72.0 | 19.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 849.0 | 6.0 | 259.0 | 8.75 | NaN | 0.495 | NaN | 147.50 | NaN | 1.95 | NaN | 3.65 | 3.3 | 0.01 | 42.70 | 13.80 | NaN | 12.6 | NaN | 238.0 | 84.0 | 0.0 | NaN | NaN | -6.69 | 24.5 | 0.0 | 0.0 | 48.0 |
| 40332 | 119997 | 61.5 | 97.0 | 36.80 | 117.50 | 86.0 | 69.0 | 22.0 | 45.0 | NaN | NaN | NaN | NaN | NaN | NaN | 24.0 | 5.5 | 116.0 | 13.80 | NaN | 0.770 | 0.1 | 103.75 | NaN | 3.15 | 3.1 | 3.35 | 0.7 | 1.09 | 46.70 | 15.55 | 38.2 | 10.4 | NaN | 189.0 | 30.0 | 1.0 | NaN | NaN | -0.02 | 13.0 | 0.0 | 0.0 | 25.0 |
| 40333 | 119998 | 81.5 | 98.0 | 36.70 | 155.75 | 114.0 | 87.0 | 21.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | 55.0 | 68.0 | 8.05 | NaN | 7.685 | NaN | 87.00 | NaN | 1.90 | 4.1 | 4.25 | 0.2 | NaN | 27.60 | 8.20 | NaN | 12.5 | NaN | 188.0 | 60.0 | 0.0 | 1.0 | 0.0 | -53.64 | 25.0 | 0.0 | 0.0 | 49.0 |
| 40334 | 119999 | 94.0 | 93.0 | 37.60 | 140.00 | 100.0 | 75.0 | 22.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 33.5 | 28.5 | 49.5 | 8.45 | NaN | 1.010 | NaN | 109.50 | NaN | NaN | NaN | 3.40 | 1.0 | NaN | 23.60 | 8.00 | NaN | 10.7 | NaN | 263.5 | 84.0 | 0.0 | 1.0 | 0.0 | -10.74 | 10.5 | 0.0 | 0.0 | 20.0 |
| 40335 | 120000 | 82.0 | 98.0 | 36.70 | 123.00 | 90.0 | 70.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 18.0 | 10.0 | 75.0 | 9.10 | NaN | 0.535 | 0.1 | 192.00 | NaN | 2.20 | 4.0 | 3.45 | 0.9 | NaN | 37.35 | 11.80 | 29.1 | 6.1 | NaN | 223.0 | 62.0 | 0.0 | NaN | NaN | 0.00 | 18.0 | 0.0 | 0.0 | 35.0 |